BackgroundCombination therapy of linezolid (LZD) and rifampicin (RFP) may be more effective than monotherapy for treating gram-positive bacterial infections, but several studies have suggested that RFP decreases LZD exposures, thereby increasing the risk of therapeutic failure and emergence of LZD-resistant strains. However, the mechanism of the drug-drug interaction between LZD and RFP is unknown.MethodsWe conducted a prospective, open-label, uncontrolled clinical study in Japanese patients receiving LZD and RFP to evaluate the effect of coadministered RFP on the concentration of LZD. In animal study in rats, the influence of coadministered RFP on the pharmacokinetics of LZD administered intravenously or orally was examined. Intestinal permeability was investigated with an Ussing chamber to assess whether coadministered RFP alters the absorption process of LZD in the intestine.ResultsOur clinical study indicated that multiple doses of RFP reduced the dose-normalized trough concentration of LZD at the first assessment day by an average of 65%. In an animal study, we found that multiple doses of RFP significantly decreased the area under the concentration-time curve, the maximum concentration and the bioavailability of orally administered LZD by 48%, 54% and 48%, respectively. In contrast, the pharmacokinetics of intravenously administered LZD was unaffected by the RFP pretreatment. However, investigation of the intestinal permeability of LZD revealed no difference in absorptive or secretory transport of LZD in the upper, middle and lower intestinal tissues between RFP-pretreated and control rats, even though RFP induced gene expression of multidrug resistance protein 1a and multidrug resistance-associated protein 2.ConclusionsTherapeutic drug monitoring may be important for avoiding subtherapeutic levels of LZD in the combination therapy. The drug-drug interaction between LZD and RFP may occur only after oral administration of LZD, but is not due to any change of intestinal permeability of LZD.Trial registrationUMIN, UMIN000004322. Registered 4 October 2010.
In recent years, medical institutions have taken a variety of measures to prevent medical incident. In addition, progress has been made toward the development of a fully automated system for the purpose of medicine dispensing. However, automating the dispensing, or having it replaced by artificial intelligence (AI) will not, eradicate human error. Thus, measures against human error will continue to serve as an important topic. Therefore, hospitals are required to improve the efficiency of the pharmacy department. For these purposes, attention has now shifted to Supply Processing and Distribution (SPD). In this study, we measured for the gaze of the pharmacist and SPD, and examined the factors affecting dispensing error; moreover, we examined prevention of the human error. In the results of the eye tracking, SPD members tended to spend a greater number of gaze time and gaze counts, for each medicine, on "medicines" and "picking lists," than pharmacists. On the other hand, when pharmacists picking medicines, they performed various work operations in parallel, such as checking the prescription and looking the next shelf location. It was conjectured that SPD members had more clearly defined items to check when picking, compared to pharmacists. This may have possibly led to a lower chance of dispensing errors being introduced by SPD members. These results suggest that the process of selection is not a mandatory requirement of pharmacists during the action of dispensing. Instead, SPD members, pharmacy assistants, or automatic dispensing devices could serve as substitutes for picking. It is suggested that pharmacists should spend more time and effort on prescription inspection, medicines checking and dosing operations.
Medical incidents have been collected, analyzed and built up preventive measures by each medical institution for a long time. For powdered medication, there is the problem that it is difficult to tell at a glance the quantity of the active ingredient in the medication that has been dispensed and the quantities that have been mixed together. Therefore, special prevention measures are considered essential. In this study, we examined the work content of pharmacists' powdered medication dispensing, using an eye-tracking technology of measuring a human eye movement, and studied on factors that affect medical incident. Participants were five pharmacists with 8 to 26 years of working experience (expert), and five pharmacists with less than one year of working experience (newcomer). Gaze measurement experiments were implemented for powdered medication dispensing during regular work activity. The gaze measurement equipment used was Tobii Pro Glasses 2. Based on the results of the eye tracking, newcomer had a longer dispensing time than expert for all powdered medication dispensing. In particular, it was suggested that there is a close relationship to "years of experience" and "weighing and mixing skills." Experts did unwasted and efficient movements, when preparing the dispensing apparatus, taking medications from the shelves, and scanning the barcode in the powders dispensing checking system. These movements led to shorter working time in experts. In contrast, newcomer had individual differences at the dispensing. Even with the same pharmacist, the work progression differed depending upon the prescription. Therefore, it is thought that the factor of common error was inadequate check and overlooked. The state that it's messy on the workplace is also considered highly likely to cause dispensing mistakes. At the weighing, expert started weighing after the inspection of the prescription and checking weighed amount. However, certain newcomer dispensed to depend on the powders dispensing checking system only for the weighing process
Objectives To provide patient-centred care, psychological knowledge, and skills are necessary for pharmaceutical communication. Acquisition of these communication skills is closely related to patient comprehension. Therefore, to improve pharmacist’s communication skills, pharmacist need to learn the characteristics of their medication instructions, such as posture, facial expressions, eye contact, nodding, and more. For the analysis of medical communication, there is a rating scale, functional analysis, and others. However, these methods may not match the actual emotions due to their analysis skills and the psychological stress of the patients. In this study, we examined the methods to evaluate patient-pharmacist communication using emotion recognition AI software, which recognises emotions from facial expressions. Methods With the cooperation of six simulated patients (SP) and eight pharmacists, we recorded the SP’s facial expressions during medication instruction. The facial expression video was analysed using emotion recognition AI, which can obtain emotion values (anger, contempt, disgust, fear, joy, sadness, surprise, and engagement). We compared the emotion of the extracted peaks with the feedback and calculated the emotion match rate. Key findings As a result, 33% of the emotions matched in the peak and feedback. This result indicates that emotion recognition AI cannot capture every feedback emotion. However, in joy, the result was not affected by engagement, and the match rate between peak and feedback was high. Conclusions In the future, emotion recognition AI will allow us to assess the effects of communication skills of the pharmacists on the psychological state of the patients more objectively and noninvasively.
In recent years, consumers are becoming more health-conscious. Supplements are becoming popular as they can be purchased easily. In Japan, the "Food with Function Claims" system began in 2015; the market for supplements is expected to continue to expand. However, the use of some supplements has not been supported with sufficient scientific evidence; some products have even caused health problems. In addition, consumers may not be able to make correct decisions based on the information from the Internet. Unlike medicine, the instruction on the usage of supplements is not precise. Therefore, improving the quality of the information on the supplements will become more necessary in the future. This study aims to improve the quality of the information on supplements by surveying the disintegration and dissolution behavior of the carnitine-containing supplements and evaluated their quality. The products tested here were supplements containing commercial carnitine. Disintegration test and dissolution test were conducted according to the Japanese Pharmacopoeia. Carnitine was quantified by high-performance liquid chromatography. The disintegration tests revealed that the products had different disintegration times, varying from 35 to 100 minutes; some products took more than 5 hours to disintegrate. Thus, some products had a slow rise in their dissolution rate. These results suggest that the carnitine-containing supplements used in this study may affect the absorption process. Therefore, in the case of oral administration, the expected effect might not be achieved depending on the product.
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